Related Experiment Video
Updated: Aug 26, 2025

Setup of Consumer Wearable Devices for Exposure and Health Monitoring in Population Studies
Published on: February 3, 2023
Changes in household income during COVID-19: a longitudinal analysis
1European Commission, Joint Research Centre, Edificio Expo. Calle Inca Garcilaso, 3, 41092 Seville, Spain.
Abstract:
This paper investigates how Italian household income has changed across different stages of COVID-19 after considering the effects of support measures taken by the government to lessen the detrimental economic impact of the pandemic. We use longitudinal microdata from six waves of a nationally representative household survey conducted by the Bank of Italy at various points in time during 2020 and most of 2021. Panel data results show an improvement or at least no deterioration in the household's financial situation following the initial negative shock of COVID-19 in early 2020. Additionally, while our estimates suggest that the economic crisis instigated by COVID-19 has not had any differential effect by household area of residence and household size, the level of education of the household head seems to matter. Specifically, households headed by individuals with higher education are less likely to have been financially harmed by the pandemic than those headed by individuals with a lower level of education.
More Related Videos
09:03Nasal Brushing Sampling and Processing Using Digital High Speed Ciliary Videomicroscopy – Adaptation for the COVID-19 Pandemic
Published on: November 7, 2020
06:29Comparing Objective Conjunctival Hyperemia Grading and the Ocular Surface Disease Index Score in Dry Eye Syndrome During COVID-19
Published on: May 25, 2022
Related Concept Videos
Longitudinal Studies
Longitudinal Research
Residuals and Least-Squares Property
If the observed data point lies above the line, the residual is positive, and the line underestimates the actual data value for y. If the observed data point lies below the line, the residual is negative, and the line overestimates the actual data value for y.
The process of fitting the best-fit...
Cross-Sectional Research
Outliers and Influential Points
Statistical Methods for Analyzing Epidemiological Data